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ISIS and heritage destruction: a sentiment analysis

Published online by Cambridge University Press:  22 August 2018

Emma Cunliffe*
Affiliation:
School of Arts and Cultures, Armstrong Building, Newcastle University, Newcastle Upon Tyne, NE1 7RU, UK
Luigi Curini
Affiliation:
Università degli Studi di Milano, Via Conservatorio, 7-20122 Milano, Italy
*
*Author for correspondence (Email: emma.cunliffe@ncl.ac.uk)
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Abstract

While periods of war have always seen cultural heritage placed at risk, the recent rise of ISIS has involved the deliberate targeting of heritage sites as part of a broader strategy towards local communities in Syria and Iraq. Using data collated from social media (Twitter), the authors conducted sentiment analysis of reactions to instances of heritage destruction and repurposing in the Middle East between 2015 and 2016. It is hoped that the insights gained can help the international community better tackle terrorism, protecting heritage and supporting affected communities.

Information

Type
Research
Copyright
© Antiquity Publications Ltd, 2018 
Figure 0

Figure 1 Percentage of reported heritage events claimed by ISIS during the study period for analysed site-types, excluding the category of ‘other’.

Figure 1

Figure 2 Graph showing types of site targeted, comparing the number of reported events, displayed as a percentage of total sites targeted; discussion on Twitter, displayed as a percentage of the total discussion about heritage destruction; and events claimed by ISIS.

Figure 2

Figure 3 ISIS member removing a cross on an unnamed church tower and replacing it with the ISIS flag. The caption reads: “Destroying a symbol of shirk in the city of Mosul” (Dābiq2015b: 59).

Figure 3

Table 1 Impact of targeted site-types on attention and sentiment towards ISIS’s heritage events. Models 1 and 2 examine daily variation around the average number of tweets (ATTENTION DEVIATION) and daily variation around the positive sentiment mean towards ISIS’s actions (SENTIMENT DEVIATION). Models 3 and 4 replicate models 1 and 2, but split ‘Site-type reported: archaeological site’ into two variables, one excluding attacks on Palmyra, and one including only events related to Palmyra.

Figure 4

Figure 4 Daily sentiment change against events. The red line indicates daily percentage of positive sentiment towards ISIS. Black lines indicate days on which heritage events were first reported (by anyone). Neither very high nor very low sentiment regularly corresponds to media releases about events.

Figure 5

Figure 5 Categories of positive and negative sentiment in the Twitter sample.

Figure 6

Figure 6 Destruction of an unnamed Sufi shrine in Fallujah, Iraq. The image is one of 19 circulated by ISIS’s Bureau of Propaganda for the District of Fallujah on Justpaste.it, 10 August 2015. The caption translates as: “The detonation of the remains of shrines where they worship without god” (translation A. Sinclair).

Supplementary material: PDF

Cunliffe and Curini supplementary material

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